Development and Validation of Deep Learning Preoperative Planning Software for Automatic Lumbosacral Screw Selection Using Computed Tomography

Development and Validation of Deep Learning Preoperative Planning Software for Automatic Lumbosacral Screw Selection Using Computed Tomography

Achieving precise pedicle screw placement in posterior lumbar interbody fusion (PLIF) is essential but difficult due to the intricacies of manual preoperative planning with CT scans. We analyzed CT data from 316 PLIF patients, using Mimics software for manual planning by two surgeons. A deep learnin...

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Bibliographic Details
Main Authors: Baodong Wang, Congying Zou, Xingyu Liu, Dong Liu, Yiling Zhang, Lei Zang
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Bioengineering
Subjects:
posterior lumbar interbody fusion
deep learning
computed tomography
pedicle screws
Gertzbein–Robbins classification
Badu grading
Online Access:https://www.mdpi.com/2306-5354/11/11/1094
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